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Semantic Segmentation

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 3821–3830 of 14763 papers

Title	Date	Tasks	Status	Hype
Few Clicks Suffice: Active Test-Time Adaptation for Semantic Segmentation	Dec 4, 2023	Active LearningSemantic Segmentation	—Unverified	0
ResEnsemble-DDPM: Residual Denoising Diffusion Probabilistic Models for Ensemble Learning	Dec 4, 2023	DenoisingEnsemble Learning	—Unverified	0
SRSNetwork: Siamese Reconstruction-Segmentation Networks based on Dynamic-Parameter Convolution	Dec 4, 2023	Image SegmentationMedical Image Segmentation	CodeCode Available	0
Hulk: A Universal Knowledge Translator for Human-Centric Tasks	Dec 4, 2023	3D Human Pose EstimationAction Recognition	CodeCode Available	2
SANeRF-HQ: Segment Anything for NeRF in High Quality	Dec 3, 2023	NeRFNovel View Synthesis	—Unverified	0
Automatic Report Generation for Histopathology images using pre-trained Vision Transformers and BERT	Dec 3, 2023	Caption GenerationDecoder	CodeCode Available	0
TranSegPGD: Improving Transferability of Adversarial Examples on Semantic Segmentation	Dec 3, 2023	Adversarial Attackimage-classification	—Unverified	0
A Review and A Robust Framework of Data-Efficient 3D Scene Parsing with Traditional/Learned 3D Descriptors	Dec 3, 2023	Active LearningInstance Segmentation	—Unverified	0
G2D: From Global to Dense Radiography Representation Learning via Vision-Language Pre-training	Dec 3, 2023	object-detectionObject Detection	CodeCode Available	0
A Data-efficient Framework for Robotics Large-scale LiDAR Scene Parsing	Dec 3, 2023	Autonomous NavigationData Augmentation	—Unverified	0

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All datasets ADE20K NYU-Depth V2 Cityscapes test Cityscapes val ADE20K val PASCAL Context S3DIS Area5 PASCAL VOC 2012 test S3DIS ScanNet SUN-RGBD DensePASS

Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	InternImage-H (M3I Pre-training)	Params (M)	1,310	—	Unverified
2	ViT-P (InternImage-H)	Validation mIoU	63.6	—	Unverified
3	ONE-PEACE	Validation mIoU	63	—	Unverified
4	M3I Pre-training (InternImage-H)	Validation mIoU	62.9	—	Unverified
5	InternImage-H	Validation mIoU	62.9	—	Unverified
6	BEiT-3	Validation mIoU	62.8	—	Unverified
7	EVA	Validation mIoU	62.3	—	Unverified
8	ViT-P (OneFormer, InternImage-H)	Validation mIoU	61.6	—	Unverified
9	ViT-Adapter-L (Mask2Former, BEiTv2 pretrain)	Validation mIoU	61.5	—	Unverified
10	FD-SwinV2-G	Validation mIoU	61.4	—	Unverified